From 86cb4013f093ad3d923eab215b4bf5239e85ce44 Mon Sep 17 00:00:00 2001
From: Paulo Cesar Ventura <42674294+paulocv@users.noreply.github.com>
Date: Mon, 26 Feb 2024 14:28:42 -0500
Subject: [PATCH 1/8] Add CEPH metadata file

---
 model-metadata/CEPH-Rtrend_rsv.yaml | 38 +++++++++++++++++++++++++++++
 1 file changed, 38 insertions(+)
 create mode 100644 model-metadata/CEPH-Rtrend_rsv.yaml

diff --git a/model-metadata/CEPH-Rtrend_rsv.yaml b/model-metadata/CEPH-Rtrend_rsv.yaml
new file mode 100644
index 00000000..571b39e9
--- /dev/null
+++ b/model-metadata/CEPH-Rtrend_rsv.yaml
@@ -0,0 +1,38 @@
+team_name: "CEPH Lab at Indiana University"
+team_abbr: "CEPH"
+model_name: "Rtrend RSV"
+model_abbr: "Rtrend_rsv"
+model_contributors: [
+  {
+    "name": "Marco Ajelli",
+    "affiliation": "Indiana University Bloomington",
+    "email": "majelli@iu.edu",
+  },
+  {
+    "name": "Paulo C. Ventura",
+    "affiliation": "Indiana University Bloomington",
+    "email": "pventura@iu.edu",
+  },
+  {
+    "name": "Maria Litvinova",
+    "affiliation": "Indiana University Bloomington",
+    "email": "malitv@iu.edu",
+  },
+  {
+    "name": "Allisandra G. Kummer",
+    "affiliation": "Indiana University Bloomington",
+    "email": "alkummer@iu.edu",
+  },
+  {
+    "name": "Alessandro Vespignani",
+    "affiliation": "Northeastern University",
+    "email": "a.vespignani@northeastern.edu",
+  }, 
+]
+license: "CC-BY-4.0"
+data_inputs: "Weekly incident RSV hospitalizations from RSV-NET"
+methods: "A renewal equation method based on Bayesian estimation of Rt from past hospitalization data."
+methods_long: "Model forecasts are obtained by using a renewal equation based on the estimated net reproduction number Rt. We use a spline interpolation to obtain daily data from weekly incidence, then apply a lowpass filter to extract the main trend. We then use MCMC Metropolis-Hastings sampling to estimate the posterior distribution of Rt based on the filtered data, considering an informed prior on Rt based on RSV literature. The estimated Rt in the last weeks of available data is used to forecast Rt in the upcoming weeks, with a drift term proportional to the current incidence.  Finally, we use the renewal equation with the posterior distribution and trend of the estimated Rt to forecast rSV hospitalization trajectories."
+ensemble_of_models: false
+ensemble_of_hub_models: false
+website_url: https://publichealth.indiana.edu/research/faculty-directory/profile.html?user=majelli

From f8507a954b760e48eccf0dc98c9cf4f02e8763df Mon Sep 17 00:00:00 2001
From: Paulo Cesar Ventura <42674294+paulocv@users.noreply.github.com>
Date: Mon, 26 Feb 2024 15:27:48 -0500
Subject: [PATCH 2/8] CEPH_2024-02-25

---
 model-output/2024-02-25_CEPH-Rtrend_rsv.parquet | Bin 0 -> 14200 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 model-output/2024-02-25_CEPH-Rtrend_rsv.parquet

diff --git a/model-output/2024-02-25_CEPH-Rtrend_rsv.parquet b/model-output/2024-02-25_CEPH-Rtrend_rsv.parquet
new file mode 100644
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From 2062089e85f4aecc278bda657b4e5d75d48ab4b7 Mon Sep 17 00:00:00 2001
From: Paulo Cesar Ventura <42674294+paulocv@users.noreply.github.com>
Date: Mon, 26 Feb 2024 15:29:29 -0500
Subject: [PATCH 3/8] Move and rename forecast file

---
 .../2024-02-25-CEPH-Rtrend_rsv.parquet}             | Bin
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename model-output/{2024-02-25_CEPH-Rtrend_rsv.parquet => CEPH-Rtrend_rsv/2024-02-25-CEPH-Rtrend_rsv.parquet} (100%)

diff --git a/model-output/2024-02-25_CEPH-Rtrend_rsv.parquet b/model-output/CEPH-Rtrend_rsv/2024-02-25-CEPH-Rtrend_rsv.parquet
similarity index 100%
rename from model-output/2024-02-25_CEPH-Rtrend_rsv.parquet
rename to model-output/CEPH-Rtrend_rsv/2024-02-25-CEPH-Rtrend_rsv.parquet

From 76ec30a5478b0deb7ac713bfbeafaf75dbc82983 Mon Sep 17 00:00:00 2001
From: Paulo Cesar Ventura <42674294+paulocv@users.noreply.github.com>
Date: Mon, 26 Feb 2024 16:14:59 -0500
Subject: [PATCH 4/8] Fix typo on metadata

---
 model-metadata/CEPH-Rtrend_rsv.yaml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/model-metadata/CEPH-Rtrend_rsv.yaml b/model-metadata/CEPH-Rtrend_rsv.yaml
index 571b39e9..1a856f53 100644
--- a/model-metadata/CEPH-Rtrend_rsv.yaml
+++ b/model-metadata/CEPH-Rtrend_rsv.yaml
@@ -24,15 +24,15 @@ model_contributors: [
     "email": "alkummer@iu.edu",
   },
   {
-    "name": "Alessandro Vespignani",
-    "affiliation": "Northeastern University",
-    "email": "a.vespignani@northeastern.edu",
+    "name": "Shreeya Mhade",
+    "affiliation": "Indiana University Bloomington",
+    "email": "smhade@iu.edu",
   }, 
 ]
 license: "CC-BY-4.0"
 data_inputs: "Weekly incident RSV hospitalizations from RSV-NET"
 methods: "A renewal equation method based on Bayesian estimation of Rt from past hospitalization data."
-methods_long: "Model forecasts are obtained by using a renewal equation based on the estimated net reproduction number Rt. We use a spline interpolation to obtain daily data from weekly incidence, then apply a lowpass filter to extract the main trend. We then use MCMC Metropolis-Hastings sampling to estimate the posterior distribution of Rt based on the filtered data, considering an informed prior on Rt based on RSV literature. The estimated Rt in the last weeks of available data is used to forecast Rt in the upcoming weeks, with a drift term proportional to the current incidence.  Finally, we use the renewal equation with the posterior distribution and trend of the estimated Rt to forecast rSV hospitalization trajectories."
+methods_long: "Model forecasts are obtained by using a renewal equation based on the estimated net reproduction number Rt. We use a spline interpolation to obtain daily data from weekly incidence, then apply a lowpass filter to extract the main trend. We then use MCMC Metropolis-Hastings sampling to estimate the posterior distribution of Rt based on the filtered data, considering an informed prior on Rt based on RSV literature. The estimated Rt in the last weeks of available data is used to forecast Rt in the upcoming weeks, with a drift term proportional to the current incidence.  Finally, we use the renewal equation with the posterior distribution and trend of the estimated Rt to forecast RSV hospitalization trajectories."
 ensemble_of_models: false
 ensemble_of_hub_models: false
 website_url: https://publichealth.indiana.edu/research/faculty-directory/profile.html?user=majelli

From 9fb0abe4558d39ac82a2d5504c7fad980fd749cc Mon Sep 17 00:00:00 2001
From: Paulo Cesar Ventura <42674294+paulocv@users.noreply.github.com>
Date: Tue, 27 Feb 2024 09:26:14 -0500
Subject: [PATCH 5/8] Update metadata for missing fields

Adds `schema_version` and `model_version` to the metadata file.
---
 model-metadata/CEPH-Rtrend_rsv.yaml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/model-metadata/CEPH-Rtrend_rsv.yaml b/model-metadata/CEPH-Rtrend_rsv.yaml
index 1a856f53..447996d1 100644
--- a/model-metadata/CEPH-Rtrend_rsv.yaml
+++ b/model-metadata/CEPH-Rtrend_rsv.yaml
@@ -1,7 +1,9 @@
+schema_version: "https://raw.githubusercontent.com/Infectious-Disease-Modeling-Hubs/schemas/main/v2.0.0/admin-schema.json"
 team_name: "CEPH Lab at Indiana University"
 team_abbr: "CEPH"
 model_name: "Rtrend RSV"
 model_abbr: "Rtrend_rsv"
+model_version: 2024-01-08
 model_contributors: [
   {
     "name": "Marco Ajelli",

From 279ce87c34d65767a08aff9da2b304cc540ea76e Mon Sep 17 00:00:00 2001
From: Paulo Cesar Ventura <42674294+paulocv@users.noreply.github.com>
Date: Tue, 27 Feb 2024 16:53:08 -0500
Subject: [PATCH 6/8] Add horizon = 4

---
 .../2024-02-25_CEPH-Rtrend_rsv.parquet          | Bin 0 -> 16175 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 model-output/CEPH-Rtrend_rsv/2024-02-25_CEPH-Rtrend_rsv.parquet

diff --git a/model-output/CEPH-Rtrend_rsv/2024-02-25_CEPH-Rtrend_rsv.parquet b/model-output/CEPH-Rtrend_rsv/2024-02-25_CEPH-Rtrend_rsv.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e0e5b9554bd7e0c41ebbdad17557947739e767e7
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From 2ab84206abf45ce67275eab8374424b32b488990 Mon Sep 17 00:00:00 2001
From: Paulo Cesar Ventura <42674294+paulocv@users.noreply.github.com>
Date: Tue, 27 Feb 2024 16:55:10 -0500
Subject: [PATCH 7/8] Remove file with wrong name

---
 .../2024-02-25_CEPH-Rtrend_rsv.parquet          | Bin 16175 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 model-output/CEPH-Rtrend_rsv/2024-02-25_CEPH-Rtrend_rsv.parquet

diff --git a/model-output/CEPH-Rtrend_rsv/2024-02-25_CEPH-Rtrend_rsv.parquet b/model-output/CEPH-Rtrend_rsv/2024-02-25_CEPH-Rtrend_rsv.parquet
deleted file mode 100644
index e0e5b9554bd7e0c41ebbdad17557947739e767e7..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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From 215f04f6bf248e630787055c7184582748e0a0c1 Mon Sep 17 00:00:00 2001
From: Paulo Cesar Ventura <42674294+paulocv@users.noreply.github.com>
Date: Tue, 27 Feb 2024 16:56:31 -0500
Subject: [PATCH 8/8] Add horizon = 4 (fix filename)

This updates the correct file in our group's directory.
---
 .../2024-02-25-CEPH-Rtrend_rsv.parquet        | Bin 14200 -> 16175 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/model-output/CEPH-Rtrend_rsv/2024-02-25-CEPH-Rtrend_rsv.parquet b/model-output/CEPH-Rtrend_rsv/2024-02-25-CEPH-Rtrend_rsv.parquet
index dc9ef2756d43852ed549183394568b803f544a49..e0e5b9554bd7e0c41ebbdad17557947739e767e7 100644
GIT binary patch
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